| Number of Variables | 12 |
|---|---|
| Number of Rows | 891 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 83.7 KB |
| Average Row Size in Memory | 96.1 B |
| Variable Types |
|
| PassengerId is uniformly distributed | Uniform |
|---|---|
| Name is uniformly distributed | Uniform |
| PassengerId and Name have similar distributions | Similar Distribution |
| Age is skewed | Skewed |
| Fare is skewed | Skewed |
| Cabin is skewed | Skewed |
| Survived has constant length 1 | Constant Length |
| Pclass has constant length 1 | Constant Length |
| Sex has constant length 1 | Constant Length |
| SibSp has constant length 1 | Constant Length |
| Parch has constant length 1 | Constant Length |
|---|---|
| Embarked has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 891 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 446 |
| Minimum | 1 |
| Maximum | 891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 45.5 |
| Q1 | 223.5 |
| Median | 446 |
| Q3 | 668.5 |
| 95-th Percentile | 846.5 |
| Maximum | 891 |
| Range | 890 |
| IQR | 445 |
| Mean | 446 |
|---|---|
| Standard Deviation | 257.3538 |
| Variance | 66231 |
| Sum | 397386 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.577 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |
numerical
| Approximate Distinct Count | 891 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 445 |
| Minimum | 0 |
| Maximum | 890 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 44.5 |
| Q1 | 222.5 |
| Median | 445 |
| Q3 | 667.5 |
| 95-th Percentile | 845.5 |
| Maximum | 890 |
| Range | 890 |
| IQR | 445 |
| Mean | 445 |
|---|---|
| Standard Deviation | 257.3538 |
| Variance | 66231 |
| Sum | 396495 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5783 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |
numerical
| Approximate Distinct Count | 88 |
|---|---|
| Approximate Unique (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 29.3616 |
| Minimum | 0.42 |
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.42 |
|---|---|
| 5-th Percentile | 6 |
| Q1 | 22 |
| Median | 28 |
| Q3 | 35 |
| 95-th Percentile | 54 |
| Maximum | 80 |
| Range | 79.58 |
| IQR | 13 |
| Mean | 29.3616 |
|---|---|
| Standard Deviation | 13.0197 |
| Variance | 169.5125 |
| Sum | 26161.17 |
| Skewness | 0.5094 |
| Kurtosis | 0.9816 |
| Coefficient of Variation | 0.4434 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |
numerical
| Approximate Distinct Count | 681 |
|---|---|
| Approximate Unique (%) | 76.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 338.5286 |
| Minimum | 0 |
| Maximum | 680 |
| Zeros | 3 |
| Zeros (%) | 0.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 33.5 |
| Q1 | 158.5 |
| Median | 337 |
| Q3 | 519.5 |
| 95-th Percentile | 641.5 |
| Maximum | 680 |
| Range | 680 |
| IQR | 361 |
| Mean | 338.5286 |
|---|---|
| Standard Deviation | 200.8507 |
| Variance | 40340.9865 |
| Sum | 301629 |
| Skewness | 0.00024536 |
| Kurtosis | -1.2778 |
| Coefficient of Variation | 0.5933 |
numerical
| Approximate Distinct Count | 248 |
|---|---|
| Approximate Unique (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 32.2042 |
| Minimum | 0 |
| Maximum | 512.3292 |
| Zeros | 15 |
| Zeros (%) | 1.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 7.225 |
| Q1 | 7.9104 |
| Median | 14.4542 |
| Q3 | 31 |
| 95-th Percentile | 112.0791 |
| Maximum | 512.3292 |
| Range | 512.3292 |
| IQR | 23.0896 |
| Mean | 32.2042 |
|---|---|
| Standard Deviation | 49.6934 |
| Variance | 2469.4368 |
| Sum | 28693.9493 |
| Skewness | 4.7793 |
| Kurtosis | 33.2043 |
| Coefficient of Variation | 1.5431 |
numerical
| Approximate Distinct Count | 147 |
|---|---|
| Approximate Unique (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 13.9 KB |
| Mean | 53.6397 |
| Minimum | 0 |
| Maximum | 146 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 35.5 |
| Q1 | 47 |
| Median | 47 |
| Q3 | 47 |
| 95-th Percentile | 117.5 |
| Maximum | 146 |
| Range | 146 |
| IQR | 0 |
| Mean | 53.6397 |
|---|---|
| Standard Deviation | 23.5683 |
| Variance | 555.4644 |
| Sum | 47793 |
| Skewness | 2.2651 |
| Kurtosis | 5.4458 |
| Coefficient of Variation | 0.4394 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 57.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 891 |